Overview

Dataset Statistics

Number of Variables 66
Number of Rows 312
Missing Cells 243
Missing Cells (%) 1.2%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 175.6 KB
Average Row Size in Memory 576.4 B
Variable Types
  • DateTime: 2
  • Numerical: 57
  • Categorical: 7

Dataset Insights

DL01_POWER_BACKFEED_KEPCO_MID and DL02_POWER_BACKFEED_KEPCO_MID have similar distributions Similar Distribution
DL01_POWER_BACKFEED_KEPCO_MID and DL02_POWER_BACKFEED_KEPCO_LITE have similar distributions Similar Distribution
DL01_POWER_BACKFEED_KEPCO_MAX and DL02_POWER_BACKFEED_KEPCO_MAX have similar distributions Similar Distribution
DL01_POWER_RECEIVED_KPX and DL01_POWER_RECEIVED_KEPCO have similar distributions Similar Distribution
DL01_POWER_BACKFEED_KPX and DL01_BACKFEED_KEPCO have similar distributions Similar Distribution
DL01_POWER_BACKFEED_KPX and DL02_BACKFEED_KEPCO have similar distributions Similar Distribution
DL01_BACKFEED_KEPCO and DL02_BACKFEED_KEPCO have similar distributions Similar Distribution
RECEIVED_POWER_PEAK_MID and RECEIVED_POWER_PEAK_MAX have similar distributions Similar Distribution
RECEIVED_POWER_PEAK_MID and RECEIVED_POWER_PEAK_LITE have similar distributions Similar Distribution
RECEIVED_POWER_PEAK_MAX and RECEIVED_POWER_PEAK_LITE have similar distributions Similar Distribution
DL01_POWER_RECEIVED_KEPCO_MID has 4 (1.28%) missing values Missing
DL01_POWER_RECEIVED_KEPCO_MAX has 4 (1.28%) missing values Missing
DL01_POWER_RECEIVED_KEPCO_LITE has 4 (1.28%) missing values Missing
DL02_POWER_RECEIVED_KEPCO_MID has 4 (1.28%) missing values Missing
DL02_POWER_RECEIVED_KEPCO_MAX has 4 (1.28%) missing values Missing
DL02_POWER_RECEIVED_KEPCO_LITE has 4 (1.28%) missing values Missing
DL01_POWER_BACKFEED_KEPCO_MID has 4 (1.28%) missing values Missing
DL01_POWER_BACKFEED_KEPCO_MAX has 4 (1.28%) missing values Missing
DL01_POWER_BACKFEED_KEPCO_LITE has 4 (1.28%) missing values Missing
DL02_POWER_BACKFEED_KEPCO_MID has 4 (1.28%) missing values Missing
DL02_POWER_BACKFEED_KEPCO_MAX has 4 (1.28%) missing values Missing
DL02_POWER_BACKFEED_KEPCO_LITE has 4 (1.28%) missing values Missing
DL01_POWER_RECEIVED_KPX has 4 (1.28%) missing values Missing
DL01_POWER_BACKFEED_KPX has 4 (1.28%) missing values Missing
DL02_POWER_RECEIVED_KPX has 4 (1.28%) missing values Missing
DL02_POWER_BACKFEED_KPX has 4 (1.28%) missing values Missing
DL01_POWER_RECEIVED_KEPCO has 4 (1.28%) missing values Missing
DL02_POWER_RECEIVED_KEPCO has 4 (1.28%) missing values Missing
POWER_RECEIVED_KEPCO has 4 (1.28%) missing values Missing
DL01_BACKFEED_KEPCO has 4 (1.28%) missing values Missing
DL02_BACKFEED_KEPCO has 4 (1.28%) missing values Missing
POWER_BACKFEED_KEPCO has 4 (1.28%) missing values Missing
AUX_POWER_CONSUMPTION has 4 (1.28%) missing values Missing
RECEIVED_POWER_PEAK_MID has 4 (1.28%) missing values Missing
RECEIVED_POWER_PEAK_MAX has 4 (1.28%) missing values Missing
RECEIVED_POWER_PEAK_LITE has 4 (1.28%) missing values Missing
REG_USER has 68 (21.79%) missing values Missing
DL02_METER_RECEIVED_KEPCO_MID is skewed Skewed
DL02_METER_RECEIVED_KEPCO_MAX is skewed Skewed
DL01_METER_BACKFEED_KEPCO_MID is skewed Skewed
DL01_METER_BACKFEED_KEPCO_MAX is skewed Skewed
DL01_METER_BACKFEED_KEPCO_LITE is skewed Skewed
DL02_METER_BACKFEED_KEPCO_MID is skewed Skewed
DL02_METER_BACKFEED_KEPCO_MAX is skewed Skewed
DL02_METER_BACKFEED_KEPCO_LITE is skewed Skewed
DL01_METER_BACKFEED_KPX is skewed Skewed
DL02_METER_BACKFEED_KPX is skewed Skewed
AUX_TR01_MVA4_POWER_CONSUMPTION is skewed Skewed
AUX_TR02_MVB4_POWER_CONSUMPTION is skewed Skewed
HEATPUMP_POWER_CONSUMPTION is skewed Skewed
METER_RECEIVED_POWER_PEAK_MID is skewed Skewed
METER_RECEIVED_POWER_PEAK_MAX is skewed Skewed
METER_RECEIVED_POWER_PEAK_LITE is skewed Skewed
ENGINE01_OIL_LEVEL is skewed Skewed
ENGINE02_OIL_LEVEL is skewed Skewed
ENGINE03_OIL_LEVEL is skewed Skewed
ENGINE01_HT_COOLANT_LEVEL is skewed Skewed
ENGINE02_HT_COOLANT_LEVEL is skewed Skewed
ENGINE03_HT_COOLANT_LEVEL is skewed Skewed
ENGINE01_LT_COOLANT_LEVEL is skewed Skewed
ENGINE02_LT_COOLANT_LEVEL is skewed Skewed
ENGINE03_LT_COOLANT_LEVEL is skewed Skewed
DL01_POWER_RECEIVED_KEPCO_MID is skewed Skewed
DL01_POWER_RECEIVED_KEPCO_MAX is skewed Skewed
DL01_POWER_RECEIVED_KEPCO_LITE is skewed Skewed
DL02_POWER_RECEIVED_KEPCO_MID is skewed Skewed
DL02_POWER_RECEIVED_KEPCO_MAX is skewed Skewed
DL02_POWER_RECEIVED_KEPCO_LITE is skewed Skewed
DL01_POWER_BACKFEED_KEPCO_MID is skewed Skewed
DL01_POWER_BACKFEED_KEPCO_MAX is skewed Skewed
DL01_POWER_BACKFEED_KEPCO_LITE is skewed Skewed
DL02_POWER_BACKFEED_KEPCO_MID is skewed Skewed
DL02_POWER_BACKFEED_KEPCO_MAX is skewed Skewed
DL02_POWER_BACKFEED_KEPCO_LITE is skewed Skewed
DL01_POWER_RECEIVED_KPX is skewed Skewed
DL01_POWER_BACKFEED_KPX is skewed Skewed
DL02_POWER_RECEIVED_KPX is skewed Skewed
DL02_POWER_BACKFEED_KPX is skewed Skewed
DL01_POWER_RECEIVED_KEPCO is skewed Skewed
DL02_POWER_RECEIVED_KEPCO is skewed Skewed
POWER_RECEIVED_KEPCO is skewed Skewed
DL01_BACKFEED_KEPCO is skewed Skewed
DL02_BACKFEED_KEPCO is skewed Skewed
POWER_BACKFEED_KEPCO is skewed Skewed
AUX_POWER_CONSUMPTION is skewed Skewed
RECEIVED_POWER_PEAK_MID is skewed Skewed
RECEIVED_POWER_PEAK_MAX is skewed Skewed
RECEIVED_POWER_PEAK_LITE is skewed Skewed
DL01_MOF_RECEIVED_KEPCO has constant value "6000.0" Constant
DL02_MOF_RECEIVED_KEPCO has constant value "6000.0" Constant
DL01_MOF_BACKFEED_KEPCO has constant value "12000.0" Constant
DL02_MOF_BACKFEED_KEPCO has constant value "12000.0" Constant
DL01_MOF_KPX has constant value "12000.0" Constant
DL02_MOF_KPX has constant value "12000.0" Constant
DL01_MOF_RECEIVED_KEPCO has constant length 6 Constant Length
DL02_MOF_RECEIVED_KEPCO has constant length 6 Constant Length
DL01_MOF_BACKFEED_KEPCO has constant length 7 Constant Length
DL02_MOF_BACKFEED_KEPCO has constant length 7 Constant Length
DL01_MOF_KPX has constant length 7 Constant Length
DL02_MOF_KPX has constant length 7 Constant Length
RECEIVED_POWER_PEAK_MID has 6 (1.92%) negatives Negatives
RECEIVED_POWER_PEAK_MAX has 6 (1.92%) negatives Negatives
RECEIVED_POWER_PEAK_LITE has 6 (1.92%) negatives Negatives
HEATPUMP_POWER_CONSUMPTION has 184 (58.97%) zeros Zeros
DL01_POWER_RECEIVED_KEPCO_MID has 70 (22.44%) zeros Zeros
DL01_POWER_RECEIVED_KEPCO_MAX has 117 (37.5%) zeros Zeros
DL02_POWER_RECEIVED_KEPCO_MID has 105 (33.65%) zeros Zeros
DL02_POWER_RECEIVED_KEPCO_MAX has 143 (45.83%) zeros Zeros
DL02_POWER_RECEIVED_KEPCO_LITE has 33 (10.58%) zeros Zeros
DL01_POWER_BACKFEED_KEPCO_MID has 207 (66.35%) zeros Zeros
DL01_POWER_BACKFEED_KEPCO_MAX has 213 (68.27%) zeros Zeros
DL01_POWER_BACKFEED_KEPCO_LITE has 240 (76.92%) zeros Zeros
DL02_POWER_BACKFEED_KEPCO_MID has 194 (62.18%) zeros Zeros
DL02_POWER_BACKFEED_KEPCO_MAX has 199 (63.78%) zeros Zeros
DL02_POWER_BACKFEED_KEPCO_LITE has 208 (66.67%) zeros Zeros
DL01_POWER_BACKFEED_KPX has 200 (64.1%) zeros Zeros
DL02_POWER_RECEIVED_KPX has 16 (5.13%) zeros Zeros
DL02_POWER_BACKFEED_KPX has 96 (30.77%) zeros Zeros
DL02_POWER_RECEIVED_KEPCO has 31 (9.94%) zeros Zeros
DL01_BACKFEED_KEPCO has 201 (64.42%) zeros Zeros
DL02_BACKFEED_KEPCO has 187 (59.94%) zeros Zeros
POWER_BACKFEED_KEPCO has 135 (43.27%) zeros Zeros
RECEIVED_POWER_PEAK_MID has 259 (83.01%) zeros Zeros
RECEIVED_POWER_PEAK_MAX has 263 (84.29%) zeros Zeros
RECEIVED_POWER_PEAK_LITE has 267 (85.58%) zeros Zeros
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  • 12
  • 13

Variables


DT

datetime

Distinct Count 312.745
Approximate Unique (%) 100.2%
Missing 0
Missing (%) 0.0%
Memory Size 2.6 KB
Minimum 2020-01-01 00:00:00
Maximum 2021-01-05 00:00:00

DL01_METER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count 240
Approximate Unique (%) 76.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 4216.6315
Minimum 3481.03
Maximum 5004.53
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_RECEIVED_KEPCO_MID is skewed right (γ1 = 0.2181)

Quantile Statistics

Minimum 3481.03
5-th Percentile 3539.687
Q1 3760.2225
Median 4045.285
Q3 4758.27
95-th Percentile 4965.89
Maximum 5004.53
Range 1523.5
IQR 998.0475

Descriptive Statistics

Mean 4216.6315
Standard Deviation 521.1705
Variance 271618.6987
Sum 1.3156e+06
Skewness 0.2181
Kurtosis -1.5577
Coefficient of Variation 0.1236

DL01_METER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count 193
Approximate Unique (%) 61.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 2386.8415
Minimum 1972.8
Maximum 2826.69
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 0.2184)

Quantile Statistics

Minimum 1972.8
5-th Percentile 2004.8585
Q1 2124.2975
Median 2282.85
Q3 2701.6675
95-th Percentile 2804.84
Maximum 2826.69
Range 853.89
IQR 577.37

Descriptive Statistics

Mean 2386.8415
Standard Deviation 298.1875
Variance 88915.812
Sum 744694.56
Skewness 0.2184
Kurtosis -1.5914
Coefficient of Variation 0.1249

DL01_METER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count 305
Approximate Unique (%) 97.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 6485.6657
Minimum 5561.66
Maximum 7546.06
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 0.252)

Quantile Statistics

Minimum 5561.66
5-th Percentile 5640.111
Q1 5899.285
Median 6271.46
Q3 7159.8675
95-th Percentile 7464.3025
Maximum 7546.06
Range 1984.4
IQR 1260.5825

Descriptive Statistics

Mean 6485.6657
Standard Deviation 654.6279
Variance 428537.6391
Sum 2.0235e+06
Skewness 0.252
Kurtosis -1.4983
Coefficient of Variation 0.1009

DL01_MOF_RECEIVED_KEPCO

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 21.6 KB

Length

Mean 6
Standard Deviation 0
Median 6
Minimum 6
Maximum 6

Sample

1st row 6000.0
2nd row 6000.0
3rd row 6000.0
4th row 6000.0
5th row 6000.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1560
  • DL01_MOF_RECEIVED_KEPCO has words of constant length

DL02_METER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count 205
Approximate Unique (%) 65.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 2561.6772
Minimum 1897.96
Maximum 3406.92
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_RECEIVED_KEPCO_MID is skewed right (γ1 = 0.2513)

Quantile Statistics

Minimum 1897.96
5-th Percentile 1902.8305
Q1 1990.71
Median 2374.93
Q3 3141.1475
95-th Percentile 3388.6355
Maximum 3406.92
Range 1508.96
IQR 1150.4375

Descriptive Statistics

Mean 2561.6772
Standard Deviation 565.7855
Variance 320113.1781
Sum 799243.28
Skewness 0.2513
Kurtosis -1.6267
Coefficient of Variation 0.2209
  • DL02_METER_RECEIVED_KEPCO_MID is not normally distributed (p-value 8.352282775142843e-13)

DL02_METER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count 167
Approximate Unique (%) 53.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1641.7397
Minimum 1252.6
Maximum 2131.72
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 0.2573)

Quantile Statistics

Minimum 1252.6
5-th Percentile 1255.9695
Q1 1311.1275
Median 1522.99
Q3 1977.5925
95-th Percentile 2128.96
Maximum 2131.72
Range 879.12
IQR 666.465

Descriptive Statistics

Mean 1641.7397
Standard Deviation 330.2456
Variance 109062.1718
Sum 512222.79
Skewness 0.2573
Kurtosis -1.6292
Coefficient of Variation 0.2012
  • DL02_METER_RECEIVED_KEPCO_MAX is not normally distributed (p-value 2.7056030583434403e-12)

DL02_METER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count 279
Approximate Unique (%) 89.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 5074.7397
Minimum 3983.91
Maximum 6268.79
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 0.1438)

Quantile Statistics

Minimum 3983.91
5-th Percentile 3996.325
Q1 4329.075
Median 4881.23
Q3 5891.61
95-th Percentile 6234.0525
Maximum 6268.79
Range 2284.88
IQR 1562.535

Descriptive Statistics

Mean 5074.7397
Standard Deviation 797.6305
Variance 636214.4719
Sum 1.5833e+06
Skewness 0.1438
Kurtosis -1.5421
Coefficient of Variation 0.1572
  • DL02_METER_RECEIVED_KEPCO_LITE is not normally distributed (p-value 6.393225690321427e-06)

DL02_MOF_RECEIVED_KEPCO

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 21.6 KB

Length

Mean 6
Standard Deviation 0
Median 6
Minimum 6
Maximum 6

Sample

1st row 6000.0
2nd row 6000.0
3rd row 6000.0
4th row 6000.0
5th row 6000.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1560
  • DL02_MOF_RECEIVED_KEPCO has words of constant length

DL01_METER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count 102
Approximate Unique (%) 32.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1539.7542
Minimum 1437.06
Maximum 1636.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_BACKFEED_KEPCO_MID is skewed left (γ1 = -0.3782)

Quantile Statistics

Minimum 1437.06
5-th Percentile 1450.576
Q1 1525.77
Median 1546.98
Q3 1551.1
95-th Percentile 1618.7295
Maximum 1636.5
Range 199.44
IQR 25.33

Descriptive Statistics

Mean 1539.7542
Standard Deviation 42.1247
Variance 1774.4869
Sum 480403.32
Skewness -0.3782
Kurtosis 0.5971
Coefficient of Variation 0.02736
  • DL01_METER_BACKFEED_KEPCO_MID is not normally distributed (p-value 6.941954741938115e-18)
  • DL01_METER_BACKFEED_KEPCO_MID has 77 outliers

DL01_METER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count 96
Approximate Unique (%) 30.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 681.5151
Minimum 635.93
Maximum 727.95
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_BACKFEED_KEPCO_MAX is skewed left (γ1 = -0.2814)

Quantile Statistics

Minimum 635.93
5-th Percentile 643.25
Q1 673.83
Median 685.29
Q3 686.5
95-th Percentile 717.52
Maximum 727.95
Range 92.02
IQR 12.67

Descriptive Statistics

Mean 681.5151
Standard Deviation 18.6209
Variance 346.739
Sum 212632.71
Skewness -0.2814
Kurtosis 0.7284
Coefficient of Variation 0.02732
  • DL01_METER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 4.861431180117745e-16)
  • DL01_METER_BACKFEED_KEPCO_MAX has 65 outliers

DL01_METER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count 68
Approximate Unique (%) 21.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1165.0666
Minimum 1119.35
Maximum 1219.03
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_BACKFEED_KEPCO_LITE is skewed right (γ1 = 0.2666)

Quantile Statistics

Minimum 1119.35
5-th Percentile 1127.134
Q1 1165.3
Median 1166.19
Q3 1166.19
95-th Percentile 1203.347
Maximum 1219.03
Range 99.68
IQR 0.89

Descriptive Statistics

Mean 1165.0666
Standard Deviation 17.6134
Variance 310.2308
Sum 363500.771
Skewness 0.2666
Kurtosis 2.3654
Coefficient of Variation 0.01512
  • DL01_METER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 1.2861930555334574e-24)
  • DL01_METER_BACKFEED_KEPCO_LITE has 100 outliers

DL01_MOF_BACKFEED_KEPCO

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 21.9 KB

Length

Mean 7
Standard Deviation 0
Median 7
Minimum 7
Maximum 7

Sample

1st row 12000.0
2nd row 12000.0
3rd row 12000.0
4th row 12000.0
5th row 12000.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1872
  • DL01_MOF_BACKFEED_KEPCO has words of constant length

DL02_METER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count 114
Approximate Unique (%) 36.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 2778.0798
Minimum 2644.26
Maximum 2871.18
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_BACKFEED_KEPCO_MID is skewed left (γ1 = -1.1591)

Quantile Statistics

Minimum 2644.26
5-th Percentile 2674.2755
Q1 2773.945
Median 2795.75
Q3 2800.29
95-th Percentile 2836.216
Maximum 2871.18
Range 226.92
IQR 26.345

Descriptive Statistics

Mean 2778.0798
Standard Deviation 46.9379
Variance 2203.1637
Sum 866760.91
Skewness -1.1591
Kurtosis 0.7946
Coefficient of Variation 0.0169
  • DL02_METER_BACKFEED_KEPCO_MID is not normally distributed (p-value 1.850064787304325e-19)
  • DL02_METER_BACKFEED_KEPCO_MID has 73 outliers

DL02_METER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count 109
Approximate Unique (%) 34.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1151.1453
Minimum 1097.98
Maximum 1190.82
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_BACKFEED_KEPCO_MAX is skewed left (γ1 = -1.0587)

Quantile Statistics

Minimum 1097.98
5-th Percentile 1110.637
Q1 1147.29
Median 1158.08
Q3 1160.2
95-th Percentile 1175.1275
Maximum 1190.82
Range 92.84
IQR 12.91

Descriptive Statistics

Mean 1151.1453
Standard Deviation 18.582
Variance 345.2919
Sum 359157.32
Skewness -1.0587
Kurtosis 0.8043
Coefficient of Variation 0.01614
  • DL02_METER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 1.1331784261409812e-17)
  • DL02_METER_BACKFEED_KEPCO_MAX has 58 outliers

DL02_METER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count 99
Approximate Unique (%) 31.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1566.6671
Minimum 1451.16
Maximum 1649.25
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_BACKFEED_KEPCO_LITE is skewed left (γ1 = -1.5147)

Quantile Statistics

Minimum 1451.16
5-th Percentile 1500.4865
Q1 1570.9
Median 1573.97
Q3 1573.97
95-th Percentile 1605.377
Maximum 1649.25
Range 198.09
IQR 3.07

Descriptive Statistics

Mean 1566.6671
Standard Deviation 29.378
Variance 863.0694
Sum 488800.12
Skewness -1.5147
Kurtosis 4.5634
Coefficient of Variation 0.01875
  • DL02_METER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 6.669749726034365e-25)
  • DL02_METER_BACKFEED_KEPCO_LITE has 99 outliers

DL02_MOF_BACKFEED_KEPCO

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 21.9 KB

Length

Mean 7
Standard Deviation 0
Median 7
Minimum 7
Maximum 7

Sample

1st row 12000.0
2nd row 12000.0
3rd row 12000.0
4th row 12000.0
5th row 12000.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1872
  • DL02_MOF_BACKFEED_KEPCO has words of constant length

DL01_METER_RECEIVED_KPX

numerical

Approximate Distinct Count 303
Approximate Unique (%) 97.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 875.9986
Minimum 11.49
Maximum 1978.65
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_RECEIVED_KPX is skewed right (γ1 = 0.339)

Quantile Statistics

Minimum 11.49
5-th Percentile 71.768
Q1 246.7675
Median 587.655
Q3 1599.355
95-th Percentile 1907.4535
Maximum 1978.65
Range 1967.16
IQR 1352.5875

Descriptive Statistics

Mean 875.9986
Standard Deviation 689.6342
Variance 475595.3862
Sum 273311.57
Skewness 0.339
Kurtosis -1.573
Coefficient of Variation 0.7873

DL01_METER_BACKFEED_KPX

numerical

Approximate Distinct Count 109
Approximate Unique (%) 34.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 130.0977
Minimum 0
Maximum 287.77
Zeros 1
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • DL01_METER_BACKFEED_KPX is skewed right (γ1 = 0.9141)

Quantile Statistics

Minimum 0
5-th Percentile 52.74
Q1 99.7
Median 105.77
Q3 163.8775
95-th Percentile 263.1755
Maximum 287.77
Range 287.77
IQR 64.1775

Descriptive Statistics

Mean 130.0977
Standard Deviation 65.3818
Variance 4274.7771
Sum 40590.47
Skewness 0.9141
Kurtosis -0.01521
Coefficient of Variation 0.5026
  • DL01_METER_BACKFEED_KPX is not normally distributed (p-value 7.022877750033736e-18)
  • DL01_METER_BACKFEED_KPX has 27 outliers

DL01_MOF_KPX

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 21.9 KB

Length

Mean 7
Standard Deviation 0
Median 7
Minimum 7
Maximum 7

Sample

1st row 12000.0
2nd row 12000.0
3rd row 12000.0
4th row 12000.0
5th row 12000.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1872
  • DL01_MOF_KPX has words of constant length

DL02_METER_RECEIVED_KPX

numerical

Approximate Distinct Count 281
Approximate Unique (%) 90.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1136.6239
Minimum 62.92
Maximum 2403.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_RECEIVED_KPX is skewed right (γ1 = 0.207)

Quantile Statistics

Minimum 62.92
5-th Percentile 73.262
Q1 310.795
Median 886.74
Q3 2004.3
95-th Percentile 2375.564
Maximum 2403.5
Range 2340.58
IQR 1693.505

Descriptive Statistics

Mean 1136.6239
Standard Deviation 847.4806
Variance 718223.3866
Sum 354626.65
Skewness 0.207
Kurtosis -1.5928
Coefficient of Variation 0.7456
  • DL02_METER_RECEIVED_KPX is not normally distributed (p-value 1.0754907547124195e-07)

DL02_METER_BACKFEED_KPX

numerical

Approximate Distinct Count 121
Approximate Unique (%) 38.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 493.125
Minimum 190.69
Maximum 708.46
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DL02_METER_BACKFEED_KPX is skewed left (γ1 = -1.2354)

Quantile Statistics

Minimum 190.69
5-th Percentile 282.6745
Q1 488.73
Median 525.03
Q3 531.69
95-th Percentile 613.926
Maximum 708.46
Range 517.77
IQR 42.96

Descriptive Statistics

Mean 493.125
Standard Deviation 93.483
Variance 8739.0679
Sum 153854.99
Skewness -1.2354
Kurtosis 1.7885
Coefficient of Variation 0.1896
  • DL02_METER_BACKFEED_KPX is not normally distributed (p-value 4.778681076030476e-22)
  • DL02_METER_BACKFEED_KPX has 78 outliers

DL02_MOF_KPX

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 21.9 KB

Length

Mean 7
Standard Deviation 0
Median 7
Minimum 7
Maximum 7

Sample

1st row 12000.0
2nd row 12000.0
3rd row 12000.0
4th row 12000.0
5th row 12000.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 1872
  • DL02_MOF_KPX has words of constant length

AUX_TR01_MVA4_POWER_CONSUMPTION

numerical

Approximate Distinct Count 275
Approximate Unique (%) 88.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1.042e+07
Minimum 9.4462e+06
Maximum 1.1418e+07
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • AUX_TR01_MVA4_POWER_CONSUMPTION is skewed right (γ1 = 0.0501)

Quantile Statistics

Minimum 9.4462e+06
5-th Percentile 9.554e+06
Q1 9.9673e+06
Median 1.0389e+07
Q3 1.0894e+07
95-th Percentile 1.1305e+07
Maximum 1.1418e+07
Range 1.9721e+06
IQR 927058.75

Descriptive Statistics

Mean 1.042e+07
Standard Deviation 552655.3557
Variance 3.0543e+11
Sum 3.251e+09
Skewness 0.05007
Kurtosis -1.1104
Coefficient of Variation 0.05304
  • AUX_TR01_MVA4_POWER_CONSUMPTION is not normally distributed (p-value 3.5484890145747205e-22)

AUX_TR02_MVB4_POWER_CONSUMPTION

numerical

Approximate Distinct Count 41
Approximate Unique (%) 13.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1.2523e+07
Minimum 1.2352e+07
Maximum 1.2735e+07
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • AUX_TR02_MVB4_POWER_CONSUMPTION is skewed right (γ1 = 0.2427)

Quantile Statistics

Minimum 1.2352e+07
5-th Percentile 1.2352e+07
Q1 1.2352e+07
Median 1.241e+07
Q3 1.2735e+07
95-th Percentile 1.2735e+07
Maximum 1.2735e+07
Range 383206
IQR 383204

Descriptive Statistics

Mean 1.2523e+07
Standard Deviation 182237.3356
Variance 3.321e+10
Sum 3.9072e+09
Skewness 0.2427
Kurtosis -1.8613
Coefficient of Variation 0.01455
  • AUX_TR02_MVB4_POWER_CONSUMPTION is not normally distributed (p-value 7.470064839778113e-19)

HEATPUMP_POWER_CONSUMPTION

numerical

Approximate Distinct Count 127
Approximate Unique (%) 40.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1079.8814
Minimum 0
Maximum 5157
Zeros 184
Zeros (%) 59.0%
Negatives 0
Negatives (%) 0.0%
  • HEATPUMP_POWER_CONSUMPTION is skewed right (γ1 = 1.1934)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 2188.25
95-th Percentile 4646.85
Maximum 5157
Range 5157
IQR 2188.25

Descriptive Statistics

Mean 1079.8814
Standard Deviation 1605.2115
Variance 2.5767e+06
Sum 336923
Skewness 1.1934
Kurtosis -0.03806
Coefficient of Variation 1.4865
  • HEATPUMP_POWER_CONSUMPTION is not normally distributed (p-value 4.913010907317849e-25)

METER_RECEIVED_POWER_PEAK_MID

numerical

Approximate Distinct Count 49
Approximate Unique (%) 15.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1.4926
Minimum 0
Maximum 2.434
Zeros 12
Zeros (%) 3.8%
Negatives 0
Negatives (%) 0.0%
  • METER_RECEIVED_POWER_PEAK_MID is skewed left (γ1 = -1.5302)

Quantile Statistics

Minimum 0
5-th Percentile 0.7456
Q1 1.33
Median 1.57
Q3 1.647
95-th Percentile 2.042
Maximum 2.434
Range 2.434
IQR 0.317

Descriptive Statistics

Mean 1.4926
Standard Deviation 0.4293
Variance 0.1843
Sum 465.694
Skewness -1.5302
Kurtosis 3.519
Coefficient of Variation 0.2876
  • METER_RECEIVED_POWER_PEAK_MID is not normally distributed (p-value 6.453803184840189e-15)
  • METER_RECEIVED_POWER_PEAK_MID has 21 outliers

METER_RECEIVED_POWER_PEAK_MAX

numerical

Approximate Distinct Count 45
Approximate Unique (%) 14.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1.3662
Minimum 0
Maximum 2.336
Zeros 15
Zeros (%) 4.8%
Negatives 0
Negatives (%) 0.0%
  • METER_RECEIVED_POWER_PEAK_MAX is skewed left (γ1 = -0.9735)

Quantile Statistics

Minimum 0
5-th Percentile 0.73
Q1 1.146
Median 1.328
Q3 1.699
95-th Percentile 2.017
Maximum 2.336
Range 2.336
IQR 0.553

Descriptive Statistics

Mean 1.3662
Standard Deviation 0.4491
Variance 0.2017
Sum 426.241
Skewness -0.9735
Kurtosis 1.9927
Coefficient of Variation 0.3287
  • METER_RECEIVED_POWER_PEAK_MAX is not normally distributed (p-value 3.0025568930094317e-08)
  • METER_RECEIVED_POWER_PEAK_MAX has 15 outliers

METER_RECEIVED_POWER_PEAK_LITE

numerical

Approximate Distinct Count 47
Approximate Unique (%) 15.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 1.4145
Minimum 0
Maximum 2.298
Zeros 2
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%
  • METER_RECEIVED_POWER_PEAK_LITE is skewed left (γ1 = -1.6901)

Quantile Statistics

Minimum 0
5-th Percentile 1.0295
Q1 1.312
Median 1.466
Q3 1.5833
95-th Percentile 1.659
Maximum 2.298
Range 2.298
IQR 0.2712

Descriptive Statistics

Mean 1.4145
Standard Deviation 0.2407
Variance 0.05793
Sum 441.318
Skewness -1.6901
Kurtosis 7.0801
Coefficient of Variation 0.1702
  • METER_RECEIVED_POWER_PEAK_LITE is not normally distributed (p-value 2.716361132244493e-07)
  • METER_RECEIVED_POWER_PEAK_LITE has 8 outliers

ENGINE01_OIL_LEVEL

numerical

Approximate Distinct Count 10
Approximate Unique (%) 3.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 18.9779
Minimum 0
Maximum 21.5
Zeros 1
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • ENGINE01_OIL_LEVEL is skewed left (γ1 = -3.1619)

Quantile Statistics

Minimum 0
5-th Percentile 15.2
Q1 18
Median 19.5
Q3 19.8
95-th Percentile 21.5
Maximum 21.5
Range 21.5
IQR 1.8

Descriptive Statistics

Mean 18.9779
Standard Deviation 2.1424
Variance 4.5898
Sum 5921.1
Skewness -3.1619
Kurtosis 20.0913
Coefficient of Variation 0.1129
  • ENGINE01_OIL_LEVEL is not normally distributed (p-value 2.8236594369830338e-11)
  • ENGINE01_OIL_LEVEL has 16 outliers

ENGINE02_OIL_LEVEL

numerical

Approximate Distinct Count 38
Approximate Unique (%) 12.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 16.5997
Minimum 13.3
Maximum 21.2
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ENGINE02_OIL_LEVEL is skewed right (γ1 = 0.4148)

Quantile Statistics

Minimum 13.3
5-th Percentile 14.5
Q1 14.5
Median 16.5
Q3 18
95-th Percentile 20
Maximum 21.2
Range 7.9
IQR 3.5

Descriptive Statistics

Mean 16.5997
Standard Deviation 1.8742
Variance 3.5126
Sum 5179.1
Skewness 0.4148
Kurtosis -0.8376
Coefficient of Variation 0.1129
  • ENGINE02_OIL_LEVEL is not normally distributed (p-value 5.296098694375616e-18)

ENGINE03_OIL_LEVEL

numerical

Approximate Distinct Count 43
Approximate Unique (%) 13.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 16.4154
Minimum 11.5
Maximum 23.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ENGINE03_OIL_LEVEL is skewed right (γ1 = 1.2552)

Quantile Statistics

Minimum 11.5
5-th Percentile 13.5
Q1 14.3
Median 16
Q3 17.5
95-th Percentile 23.5
Maximum 23.5
Range 12
IQR 3.2

Descriptive Statistics

Mean 16.4154
Standard Deviation 2.7939
Variance 7.806
Sum 5121.6
Skewness 1.2552
Kurtosis 1.2578
Coefficient of Variation 0.1702
  • ENGINE03_OIL_LEVEL is not normally distributed (p-value 1.065083342953938e-18)
  • ENGINE03_OIL_LEVEL has 28 outliers

ENGINE01_HT_COOLANT_LEVEL

numerical

Approximate Distinct Count 20
Approximate Unique (%) 6.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 66.7433
Minimum 0
Maximum 83
Zeros 1
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • ENGINE01_HT_COOLANT_LEVEL is skewed left (γ1 = -1.0801)

Quantile Statistics

Minimum 0
5-th Percentile 36
Q1 58.7
Median 70
Q3 78.5
95-th Percentile 82
Maximum 83
Range 83
IQR 19.8

Descriptive Statistics

Mean 66.7433
Standard Deviation 13.5275
Variance 182.994
Sum 20823.9
Skewness -1.0801
Kurtosis 1.3341
Coefficient of Variation 0.2027
  • ENGINE01_HT_COOLANT_LEVEL is not normally distributed (p-value 1.2504635226433992e-07)
  • ENGINE01_HT_COOLANT_LEVEL has 1 outliers

ENGINE02_HT_COOLANT_LEVEL

numerical

Approximate Distinct Count 48
Approximate Unique (%) 15.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 65.7263
Minimum 33
Maximum 96
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ENGINE02_HT_COOLANT_LEVEL is skewed left (γ1 = -0.0505)

Quantile Statistics

Minimum 33
5-th Percentile 44.33
Q1 49
Median 67
Q3 79
95-th Percentile 87
Maximum 96
Range 63
IQR 30

Descriptive Statistics

Mean 65.7263
Standard Deviation 15.3757
Variance 236.4131
Sum 20506.6
Skewness -0.05049
Kurtosis -1.0372
Coefficient of Variation 0.2339
  • ENGINE02_HT_COOLANT_LEVEL is not normally distributed (p-value 2.4504990633403345e-13)

ENGINE03_HT_COOLANT_LEVEL

numerical

Approximate Distinct Count 29
Approximate Unique (%) 9.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 73.4513
Minimum 51
Maximum 90
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ENGINE03_HT_COOLANT_LEVEL is skewed left (γ1 = -0.5275)

Quantile Statistics

Minimum 51
5-th Percentile 51
Q1 67
Median 76
Q3 81
95-th Percentile 90
Maximum 90
Range 39
IQR 14

Descriptive Statistics

Mean 73.4513
Standard Deviation 10.8101
Variance 116.8572
Sum 22916.8
Skewness -0.5275
Kurtosis -0.3913
Coefficient of Variation 0.1472
  • ENGINE03_HT_COOLANT_LEVEL is not normally distributed (p-value 2.1289291896371432e-07)

ENGINE01_LT_COOLANT_LEVEL

numerical

Approximate Distinct Count 17
Approximate Unique (%) 5.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 60.2625
Minimum 0
Maximum 81
Zeros 2
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%
  • ENGINE01_LT_COOLANT_LEVEL is skewed left (γ1 = -0.1417)

Quantile Statistics

Minimum 0
5-th Percentile 45
Q1 45
Median 61
Q3 79
95-th Percentile 80
Maximum 81
Range 81
IQR 34

Descriptive Statistics

Mean 60.2625
Standard Deviation 15.648
Variance 244.8584
Sum 18801.9
Skewness -0.1417
Kurtosis -0.4396
Coefficient of Variation 0.2597
  • ENGINE01_LT_COOLANT_LEVEL is not normally distributed (p-value 4.724635623924333e-18)

ENGINE02_LT_COOLANT_LEVEL

numerical

Approximate Distinct Count 43
Approximate Unique (%) 13.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.9 KB
Mean 63.1958
Minimum 0
Maximum 86
Zeros 1
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • ENGINE02_LT_COOLANT_LEVEL is skewed left (γ1 = -0.5025)

Quantile Statistics

Minimum 0
5-th Percentile 43
Q1 52
Median 62.8
Q3 75
95-th Percentile 80
Maximum 86
Range 86
IQR 23

Descriptive Statistics

Mean 63.1958
Standard Deviation 13.944
Variance 194.4354
Sum 19717.1
Skewness -0.5025
Kurtosis -0.09878
Coefficient of Variation 0.2206
  • ENGINE02_LT_COOLANT_LEVEL is not normally distributed (p-value 2.000316347664839e-10)
  • ENGINE02_LT_COOLANT_LEVEL has 1 outliers

ENGINE03_LT_COOLANT_LEVEL

numerical

Approximate Distinct Count 26
Approximate Unique (%) 8.4%
Missing 3
Missing (%) 1.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 66.2718
Minimum 0
Maximum 85
Zeros 1
Zeros (%) 0.3%
Negatives 0
Negatives (%) 0.0%
  • ENGINE03_LT_COOLANT_LEVEL is skewed left (γ1 = -1.5148)

Quantile Statistics

Minimum 0
5-th Percentile 35
Q1 63
Median 72
Q3 72
95-th Percentile 85
Maximum 85
Range 85
IQR 9

Descriptive Statistics

Mean 66.2718
Standard Deviation 14.2873
Variance 204.1272
Sum 20478
Skewness -1.5148
Kurtosis 2.1316
Coefficient of Variation 0.2156
  • ENGINE03_LT_COOLANT_LEVEL is not normally distributed (p-value 1.3224987792273315e-22)
  • ENGINE03_LT_COOLANT_LEVEL has 49 outliers

DL01_POWER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count 189
Approximate Unique (%) 61.4%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 116.902
Minimum 0
Maximum 28948.44
Zeros 70
Zeros (%) 22.4%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_RECEIVED_KEPCO_MID is skewed right (γ1 = 17.4615)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.96
Median 27.18
Q3 35.235
95-th Percentile 49.791
Maximum 28948.44
Range 28948.44
IQR 34.275

Descriptive Statistics

Mean 116.902
Standard Deviation 1648.2694
Variance 2.7168e+06
Sum 36005.82
Skewness 17.4615
Kurtosis 302.9373
Coefficient of Variation 14.0996
  • DL01_POWER_RECEIVED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_RECEIVED_KEPCO_MID has 1 outliers

DL01_POWER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count 153
Approximate Unique (%) 49.7%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 66.0411
Minimum 0
Maximum 16419.6
Zeros 117
Zeros (%) 37.5%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 17.4602)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 14.4
Q3 23.46
95-th Percentile 31.488
Maximum 16419.6
Range 16419.6
IQR 23.46

Descriptive Statistics

Mean 66.0411
Standard Deviation 934.9385
Variance 874110.0044
Sum 20340.66
Skewness 17.4602
Kurtosis 302.9081
Coefficient of Variation 14.1569
  • DL01_POWER_RECEIVED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_RECEIVED_KEPCO_MAX has 1 outliers

DL01_POWER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count 189
Approximate Unique (%) 61.4%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 170.8656
Minimum 0
Maximum 43421.76
Zeros 8
Zeros (%) 2.6%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 17.463)

Quantile Statistics

Minimum 0
5-th Percentile 4.239
Q1 22.065
Median 26.01
Q3 29.115
95-th Percentile 75.42
Maximum 43421.76
Range 43421.76
IQR 7.05

Descriptive Statistics

Mean 170.8656
Standard Deviation 2472.5389
Variance 6.1134e+06
Sum 52626.6
Skewness 17.463
Kurtosis 302.9721
Coefficient of Variation 14.4707
  • DL01_POWER_RECEIVED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_RECEIVED_KEPCO_LITE has 62 outliers

DL02_POWER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count 170
Approximate Unique (%) 55.2%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 85.1696
Minimum 0
Maximum 19226.52
Zeros 105
Zeros (%) 33.7%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_RECEIVED_KEPCO_MID is skewed right (γ1 = 17.4544)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 30.87
Q3 38.7
95-th Percentile 57.57
Maximum 19226.52
Range 19226.52
IQR 38.7

Descriptive Statistics

Mean 85.1696
Standard Deviation 1094.4379
Variance 1.1978e+06
Sum 26232.24
Skewness 17.4544
Kurtosis 302.7734
Coefficient of Variation 12.8501
  • DL02_POWER_RECEIVED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_RECEIVED_KEPCO_MID has 1 outliers

DL02_POWER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count 132
Approximate Unique (%) 42.9%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 51.9055
Minimum 0
Maximum 12042.3
Zeros 143
Zeros (%) 45.8%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 17.454)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 6.87
Q3 25.38
95-th Percentile 36.039
Maximum 12042.3
Range 12042.3
IQR 25.38

Descriptive Statistics

Mean 51.9055
Standard Deviation 685.5768
Variance 470015.4968
Sum 15986.88
Skewness 17.454
Kurtosis 302.762
Coefficient of Variation 13.2082
  • DL02_POWER_RECEIVED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_RECEIVED_KEPCO_MAX has 1 outliers

DL02_POWER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count 199
Approximate Unique (%) 64.6%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 151.4661
Minimum 0
Maximum 35802.72
Zeros 33
Zeros (%) 10.6%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 17.4601)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 27
Median 31.02
Q3 36.12
95-th Percentile 92.598
Maximum 35802.72
Range 35802.72
IQR 9.12

Descriptive Statistics

Mean 151.4661
Standard Deviation 2038.1992
Variance 4.1543e+06
Sum 46651.56
Skewness 17.4601
Kurtosis 302.9051
Coefficient of Variation 13.4565
  • DL02_POWER_RECEIVED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_RECEIVED_KEPCO_LITE has 95 outliers

DL01_POWER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count 92
Approximate Unique (%) 29.9%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 68.1884
Minimum 0
Maximum 18625.08
Zeros 207
Zeros (%) 66.3%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_BACKFEED_KEPCO_MID is skewed right (γ1 = 17.4599)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 11.64
95-th Percentile 39.636
Maximum 18625.08
Range 18625.08
IQR 11.64

Descriptive Statistics

Mean 68.1884
Standard Deviation 1060.9103
Variance 1.1255e+06
Sum 21002.04
Skewness 17.4599
Kurtosis 302.9005
Coefficient of Variation 15.5585
  • DL01_POWER_BACKFEED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_BACKFEED_KEPCO_MID has 35 outliers

DL01_POWER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count 71
Approximate Unique (%) 23.1%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 30.3362
Minimum 0
Maximum 8243.52
Zeros 213
Zeros (%) 68.3%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_BACKFEED_KEPCO_MAX is skewed right (γ1 = 17.4599)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 6.3
95-th Percentile 17.04
Maximum 8243.52
Range 8243.52
IQR 6.3

Descriptive Statistics

Mean 30.3362
Standard Deviation 469.5534
Variance 220480.385
Sum 9343.56
Skewness 17.4599
Kurtosis 302.9005
Coefficient of Variation 15.4783
  • DL01_POWER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_BACKFEED_KEPCO_MAX has 21 outliers

DL01_POWER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count 55
Approximate Unique (%) 17.9%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 49.3224
Minimum 0
Maximum 13995.12
Zeros 240
Zeros (%) 76.9%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_BACKFEED_KEPCO_LITE is skewed right (γ1 = 17.4587)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 30.1176
Maximum 13995.12
Range 13995.12
IQR 0

Descriptive Statistics

Mean 49.3224
Standard Deviation 797.3096
Variance 635702.5824
Sum 15191.29
Skewness 17.4587
Kurtosis 302.8718
Coefficient of Variation 16.1653
  • DL01_POWER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_BACKFEED_KEPCO_LITE has 68 outliers

DL02_POWER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count 91
Approximate Unique (%) 29.5%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 117.8906
Minimum 0
Maximum 33606.36
Zeros 194
Zeros (%) 62.2%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_BACKFEED_KEPCO_MID is skewed right (γ1 = 17.4631)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 19.98
95-th Percentile 34.026
Maximum 33606.36
Range 33606.36
IQR 19.98

Descriptive Statistics

Mean 117.8906
Standard Deviation 1914.443
Variance 3.6651e+06
Sum 36310.32
Skewness 17.4631
Kurtosis 302.9746
Coefficient of Variation 16.2391
  • DL02_POWER_BACKFEED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_BACKFEED_KEPCO_MID has 2 outliers

DL02_POWER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count 69
Approximate Unique (%) 22.4%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 48.8306
Minimum 0
Maximum 13922.4
Zeros 199
Zeros (%) 63.8%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_BACKFEED_KEPCO_MAX is skewed right (γ1 = 17.4632)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 8.58
95-th Percentile 13.878
Maximum 13922.4
Range 13922.4
IQR 8.58

Descriptive Statistics

Mean 48.8306
Standard Deviation 793.1125
Variance 629027.374
Sum 15039.84
Skewness 17.4632
Kurtosis 302.9763
Coefficient of Variation 16.2421
  • DL02_POWER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_BACKFEED_KEPCO_MAX has 1 outliers

DL02_POWER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count 80
Approximate Unique (%) 26.0%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 69.0545
Minimum 0
Maximum 18887.64
Zeros 208
Zeros (%) 66.7%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_BACKFEED_KEPCO_LITE is skewed right (γ1 = 17.4586)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 4.11
95-th Percentile 47.31
Maximum 18887.64
Range 18887.64
IQR 4.11

Descriptive Statistics

Mean 69.0545
Standard Deviation 1075.8982
Variance 1.1576e+06
Sum 21268.8
Skewness 17.4586
Kurtosis 302.8702
Coefficient of Variation 15.5804
  • DL02_POWER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_BACKFEED_KEPCO_LITE has 57 outliers

DL01_POWER_RECEIVED_KPX

numerical

Approximate Distinct Count 215
Approximate Unique (%) 69.8%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 119.2095
Minimum -3678.84
Maximum 20265
Zeros 9
Zeros (%) 2.9%
Negatives 1
Negatives (%) 0.3%
  • DL01_POWER_RECEIVED_KPX is skewed right (γ1 = 16.4791)

Quantile Statistics

Minimum -3678.84
5-th Percentile 10.326
Q1 58.86
Median 70.08
Q3 81.93
95-th Percentile 100.86
Maximum 20265
Range 23943.84
IQR 23.07

Descriptive Statistics

Mean 119.2095
Standard Deviation 1171.5318
Variance 1.3725e+06
Sum 36716.52
Skewness 16.4791
Kurtosis 283.1167
Coefficient of Variation 9.8275
  • DL01_POWER_RECEIVED_KPX is not normally distributed (p-value 4.231397720797661e-25)
  • DL01_POWER_RECEIVED_KPX has 32 outliers

DL01_POWER_BACKFEED_KPX

numerical

Approximate Distinct Count 102
Approximate Unique (%) 33.1%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 8.2874
Minimum -3435.6
Maximum 1315.32
Zeros 200
Zeros (%) 64.1%
Negatives 2
Negatives (%) 0.6%
  • DL01_POWER_BACKFEED_KPX is skewed left (γ1 = -13.1945)

Quantile Statistics

Minimum -3435.6
5-th Percentile 0
Q1 0
Median 0
Q3 22.53
95-th Percentile 82.998
Maximum 1315.32
Range 4750.92
IQR 22.53

Descriptive Statistics

Mean 8.2874
Standard Deviation 212.116
Variance 44993.2073
Sum 2552.52
Skewness -13.1945
Kurtosis 228.7917
Coefficient of Variation 25.595
  • DL01_POWER_BACKFEED_KPX is not normally distributed (p-value 4.981484440900153e-25)
  • DL01_POWER_BACKFEED_KPX has 35 outliers

DL02_POWER_RECEIVED_KPX

numerical

Approximate Distinct Count 272
Approximate Unique (%) 88.3%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 2260.7151
Minimum -0.24
Maximum 25062.6
Zeros 16
Zeros (%) 5.1%
Negatives 1
Negatives (%) 0.3%
  • DL02_POWER_RECEIVED_KPX is skewed right (γ1 = 1.882)

Quantile Statistics

Minimum -0.24
5-th Percentile 0
Q1 86.91
Median 113.1
Q3 5047.2
95-th Percentile 5535.636
Maximum 25062.6
Range 25062.84
IQR 4960.29

Descriptive Statistics

Mean 2260.7151
Standard Deviation 2838.9704
Variance 8.0598e+06
Sum 696300.24
Skewness 1.882
Kurtosis 11.2925
Coefficient of Variation 1.2558
  • DL02_POWER_RECEIVED_KPX is not normally distributed (p-value 2.712840992872965e-21)
  • DL02_POWER_RECEIVED_KPX has 1 outliers

DL02_POWER_BACKFEED_KPX

numerical

Approximate Distinct Count 139
Approximate Unique (%) 45.1%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 2058.7991
Minimum 0
Maximum 6383.16
Zeros 96
Zeros (%) 30.8%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_BACKFEED_KPX is skewed right (γ1 = 0.3577)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 66
Q3 4906.32
95-th Percentile 5108.898
Maximum 6383.16
Range 6383.16
IQR 4906.32

Descriptive Statistics

Mean 2058.7991
Standard Deviation 2424.9683
Variance 5.8805e+06
Sum 634110.12
Skewness 0.3577
Kurtosis -1.85
Coefficient of Variation 1.1779
  • DL02_POWER_BACKFEED_KPX is not normally distributed (p-value 7.266937881174869e-23)

DL01_POWER_RECEIVED_KEPCO

numerical

Approximate Distinct Count 262
Approximate Unique (%) 85.1%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 353.8087
Minimum 0
Maximum 88789.8
Zeros 8
Zeros (%) 2.6%
Negatives 0
Negatives (%) 0.0%
  • DL01_POWER_RECEIVED_KEPCO is skewed right (γ1 = 17.4637)

Quantile Statistics

Minimum 0
5-th Percentile 15.822
Q1 59.235
Median 70.35
Q3 81.825
95-th Percentile 99.972
Maximum 88789.8
Range 88789.8
IQR 22.59

Descriptive Statistics

Mean 353.8087
Standard Deviation 5055.5839
Variance 2.5559e+07
Sum 108973.08
Skewness 17.4637
Kurtosis 302.9883
Coefficient of Variation 14.289
  • DL01_POWER_RECEIVED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_POWER_RECEIVED_KEPCO has 31 outliers

DL02_POWER_RECEIVED_KEPCO

numerical

Approximate Distinct Count 253
Approximate Unique (%) 82.1%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 288.5412
Minimum 0
Maximum 67071.54
Zeros 31
Zeros (%) 9.9%
Negatives 0
Negatives (%) 0.0%
  • DL02_POWER_RECEIVED_KEPCO is skewed right (γ1 = 17.4618)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 43.635
Median 81.6
Q3 95.205
95-th Percentile 122.82
Maximum 67071.54
Range 67071.54
IQR 51.57

Descriptive Statistics

Mean 288.5412
Standard Deviation 3817.8905
Variance 1.4576e+07
Sum 88870.68
Skewness 17.4618
Kurtosis 302.9453
Coefficient of Variation 13.2317
  • DL02_POWER_RECEIVED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_POWER_RECEIVED_KEPCO has 1 outliers

POWER_RECEIVED_KEPCO

numerical

Approximate Distinct Count 288
Approximate Unique (%) 93.5%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 642.3493
Minimum 4.98
Maximum 155861.34
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • POWER_RECEIVED_KEPCO is skewed right (γ1 = 17.4638)

Quantile Statistics

Minimum 4.98
5-th Percentile 61.416
Q1 107.4
Median 145.41
Q3 166.8
95-th Percentile 195.972
Maximum 155861.34
Range 155856.36
IQR 59.4

Descriptive Statistics

Mean 642.3493
Standard Deviation 8873.3283
Variance 7.8736e+07
Sum 197843.58
Skewness 17.4638
Kurtosis 302.99
Coefficient of Variation 13.8139
  • POWER_RECEIVED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)
  • POWER_RECEIVED_KEPCO has 3 outliers

DL01_BACKFEED_KEPCO

numerical

Approximate Distinct Count 102
Approximate Unique (%) 33.1%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 147.847
Minimum 0
Maximum 40863.72
Zeros 201
Zeros (%) 64.4%
Negatives 0
Negatives (%) 0.0%
  • DL01_BACKFEED_KEPCO is skewed right (γ1 = 17.4607)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 22.62
95-th Percentile 83.7
Maximum 40863.72
Range 40863.72
IQR 22.62

Descriptive Statistics

Mean 147.847
Standard Deviation 2327.7196
Variance 5.4183e+06
Sum 45536.89
Skewness 17.4607
Kurtosis 302.9189
Coefficient of Variation 15.7441
  • DL01_BACKFEED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)
  • DL01_BACKFEED_KEPCO has 34 outliers

DL02_BACKFEED_KEPCO

numerical

Approximate Distinct Count 117
Approximate Unique (%) 38.0%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 235.7758
Minimum 0
Maximum 66416.4
Zeros 187
Zeros (%) 59.9%
Negatives 0
Negatives (%) 0.0%
  • DL02_BACKFEED_KEPCO is skewed right (γ1 = 17.4626)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 40.5
95-th Percentile 90.114
Maximum 66416.4
Range 66416.4
IQR 40.5

Descriptive Statistics

Mean 235.7758
Standard Deviation 3783.4009
Variance 1.4314e+07
Sum 72618.96
Skewness 17.4626
Kurtosis 302.9623
Coefficient of Variation 16.0466
  • DL02_BACKFEED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)
  • DL02_BACKFEED_KEPCO has 7 outliers

POWER_BACKFEED_KEPCO

numerical

Approximate Distinct Count 161
Approximate Unique (%) 52.3%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 383.6229
Minimum 0
Maximum 107280.12
Zeros 135
Zeros (%) 43.3%
Negatives 0
Negatives (%) 0.0%
  • POWER_BACKFEED_KEPCO is skewed right (γ1 = 17.4632)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 17.1948
Q3 66
95-th Percentile 114.156
Maximum 107280.12
Range 107280.12
IQR 66

Descriptive Statistics

Mean 383.6229
Standard Deviation 6110.971
Variance 3.7344e+07
Sum 118155.85
Skewness 17.4632
Kurtosis 302.9757
Coefficient of Variation 15.9296
  • POWER_BACKFEED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)
  • POWER_BACKFEED_KEPCO has 1 outliers

AUX_POWER_CONSUMPTION

numerical

Approximate Distinct Count 266
Approximate Unique (%) 86.4%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 83.3908
Minimum 2.13
Maximum 23705.487
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • AUX_POWER_CONSUMPTION is skewed right (γ1 = 17.4643)

Quantile Statistics

Minimum 2.13
5-th Percentile 4.4115
Q1 5.898
Median 6.298
Q3 6.921
95-th Percentile 8.9355
Maximum 23705.487
Range 23703.357
IQR 1.023

Descriptive Statistics

Mean 83.3908
Standard Deviation 1350.3788
Variance 1.8235e+06
Sum 25684.358
Skewness 17.4643
Kurtosis 303.0027
Coefficient of Variation 16.1934
  • AUX_POWER_CONSUMPTION is not normally distributed (p-value 4.228990459363084e-25)
  • AUX_POWER_CONSUMPTION has 35 outliers

RECEIVED_POWER_PEAK_MID

numerical

Approximate Distinct Count 47
Approximate Unique (%) 15.3%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 0.3496
Minimum -24.49
Maximum 20.388
Zeros 259
Zeros (%) 83.0%
Negatives 6
Negatives (%) 1.9%
  • RECEIVED_POWER_PEAK_MID is skewed right (γ1 = 1.363)

Quantile Statistics

Minimum -24.49
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 1.8322
Maximum 20.388
Range 44.878
IQR 0

Descriptive Statistics

Mean 0.3496
Standard Deviation 3.0564
Variance 9.3416
Sum 107.69
Skewness 1.363
Kurtosis 35.2925
Coefficient of Variation 8.7415
  • RECEIVED_POWER_PEAK_MID is not normally distributed (p-value 4.568477842390562e-25)
  • RECEIVED_POWER_PEAK_MID has 49 outliers

RECEIVED_POWER_PEAK_MAX

numerical

Approximate Distinct Count 46
Approximate Unique (%) 14.9%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 0.3039
Minimum -23.64
Maximum 19.512
Zeros 263
Zeros (%) 84.3%
Negatives 6
Negatives (%) 1.9%
  • RECEIVED_POWER_PEAK_MAX is skewed right (γ1 = 0.9832)

Quantile Statistics

Minimum -23.64
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 1.1433
Maximum 19.512
Range 43.152
IQR 0

Descriptive Statistics

Mean 0.3039
Standard Deviation 3.0361
Variance 9.2182
Sum 93.614
Skewness 0.9832
Kurtosis 30.8529
Coefficient of Variation 9.9892
  • RECEIVED_POWER_PEAK_MAX is not normally distributed (p-value 4.632950582822428e-25)
  • RECEIVED_POWER_PEAK_MAX has 45 outliers

RECEIVED_POWER_PEAK_LITE

numerical

Approximate Distinct Count 41
Approximate Unique (%) 13.3%
Missing 4
Missing (%) 1.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 4.8 KB
Mean 0.1935
Minimum -20.2
Maximum 18.216
Zeros 267
Zeros (%) 85.6%
Negatives 6
Negatives (%) 1.9%
  • RECEIVED_POWER_PEAK_LITE is skewed right (γ1 = 2.1913)

Quantile Statistics

Minimum -20.2
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.7244
Maximum 18.216
Range 38.416
IQR 0

Descriptive Statistics

Mean 0.1935
Standard Deviation 2.1708
Variance 4.7125
Sum 59.594
Skewness 2.1913
Kurtosis 61.0951
Coefficient of Variation 11.2195
  • RECEIVED_POWER_PEAK_LITE is not normally distributed (p-value 4.59390419944289e-25)
  • RECEIVED_POWER_PEAK_LITE has 41 outliers

REG_DT

datetime

Distinct Count 130.1291
Approximate Unique (%) 53.3%
Missing 68
Missing (%) 21.8%
Memory Size 2.6 KB
Minimum 2020-04-23 14:36:16
Maximum 2021-01-06 09:03:43

REG_USER

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.8%
Missing 68
Missing (%) 21.8%
Memory Size 17.4 KB

Length

Mean 7.9262
Standard Deviation 3.4597
Median 5
Minimum 5
Maximum 12

Sample

1st row admin
2nd row admin
3rd row admin
4th row admin
5th row admin

Letter

Count 1934
Lowercase Letter 1730
Space Separator 0
Uppercase Letter 204
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (admin, DataUploader) take over 50.0%

Interactions

Correlations

Missing Values